Software to extract crop rows and gaps detection

En curso Publicado hace 5 años Pagado a la entrega
En curso Pagado a la entrega

Desktop application to automatically extract planting gaps (failures) in sugarcane fields during the initial growth stages of crop using UAV images (RGB). The application must extract and export the crop rows and the lines with the gaps. In areas with planting gaps, the lines need to be connected. In images, the crop rows can be curved or straight.

Requirements:

Application must run under license validity check (online).

Minimum OS version: Windows 7.

Features:

Inputs:

• Image

• Image date

• Agricultural Parcels with ID

• Harvest year

• two logos for layout

Image processing:

• Select image path

• Fill parameters form to start processing

• Run process with a progress bar

Outputs:

• Browse to save the extracted crop rows (as shapefile)

• Browse to save the shapefile with the lines gaps

Minimum overall accuracy expected:

• 90% in the detection of gaps calculated from the provided images

Results:

• There must be generated a report with:

◦ Visualization of the original image, the planting lines and the gap marks.

◦ Charts and tables with percentage of gaps classified by size and description of the agricultural parcel analyzed

◦ Chart with the space between the parallel lines

◦ The report should follow the model available in the document "report [login to view URL]"

• The report must be exported to PDF

Observations:

• The desktop application will be delivered in English, with the possibility of translating to other languages (support to Internalization via config files)

• Usually, the images have about 3 cm of spatial resolution (pixel size). It can be resampled to 10 cm to improve processing time.

• The information presented in the sample layout is for impersonation only. This information can be arranged responsively according to the size of the agricultural parcels.

• The images that will be processed are very large (GeoTiff format).

Geographical Information System (GIS) Machine Learning (ML) Neural Networks Desarrollo de software

Nº del proyecto: #18507468

Sobre el proyecto

43 propuestas Proyecto remoto Activo hace 5 años

Adjudicado a:

anashcisoft

Hello, thank you for the detailed requirements and the clear samples. In general it is clear, I have one question please, what is the meaning of red points in the "Sample [login to view URL]"? Regarding my experience I have mo Más

$2500 USD en 35 días
(36 comentarios)
7.0

43 freelancers están ofertando un promedio de $2552 por este trabajo

arhamsoftltd

Hi, I can develop the desktop version for extracting and finding gaps in planting for sugar cane fields. For several years, I have worked with complex ML/AI projects with machine learning algorithms such as neural Más

$6000 USD en 60 días
(8 comentarios)
7.3
widadsaghir1993

Thank you for your job posting. If you check my profile, you can see I have deep knowledge in image processing and computer vision. In fact I have finished many projects in image processing, computer vision, pattern Más

$2500 USD en 30 días
(67 comentarios)
6.8
akshayloya55

Hi, I'm GIS Professional from India. Im founder of GISKernel and I'm master in GIS. I understand you'll need unsupervised classification here there are many python libraries which can automate it. We are doing simil Más

$2777 USD en 20 días
(13 comentarios)
5.8
skfaroo123

Dear client, Thanks a lot for taking your precious time to read my message. After browsing your job description, I am very interested in your project and I believe I’m qualified for the task. Regarding Compute Más

$2500 USD en 30 días
(20 comentarios)
6.1
schoudhary1553

Hello, I have gone through your job posting and become very much interested to work with you. I am an expert in this field. I have already completed several projects like this. For evidence you can see my profile. Más

$2500 USD en 30 días
(20 comentarios)
5.6
Jamoh1

I. Image Restoration-Radiometric and geometric calculations and calibration of the images is done II. Image Enhancement- This is where Basically image sharpening and filtering of the restored UAV images are done III. Más

$2500 USD en 15 días
(2 comentarios)
5.3
Max01

Hello There, I read the description that we need to create Desktop application for Windows 7 & upper version, which can extract and export the crop rows and the lines with the gaps in UAV images in sugarcane fields Más

$4000 USD en 35 días
(1 comentario)
4.1
statAnalysis

Dear customer, I would love to deliver the following features: (1) Server to do computer vision and generation of reports (2) Client to access the service from any operating system with a modern browser This g Más

$3000 USD en 60 días
(5 comentarios)
3.6
liangjongai

Hello, sir I am GIS expert. I have a detail look to your project, I have a great skill in python and ArcGIS. I'm sure I can complete your project. My price and period is negotiable. We can discuss the details via Más

$3000 USD en 13 días
(5 comentarios)
3.6
alexhong

Hi, how are you I am a senior mobile app and website developer who has 7+years experience. I have great interest to your job as I have so many experiences in building large scaled mobile applications. I'm GIS and Im Más

$2500 USD en 30 días
(1 comentario)
3.1
ZealousWang

Hello, I have rich experience in Python, C++, OpenCV, Image processing, Machine Learning I think these skills are main for your project. I am a C++, JAVA,Python, C#, Delphi developer with 7 years of software develo Más

$1500 USD en 12 días
(2 comentarios)
2.6
AnasAwad

Hello sir My name is Anas I have extensive experience in GIS and data analysis, data base, remote Sensing and writing research. I am happy to contact you regarding your work and understand more details

$2666 USD en 15 días
(1 comentario)
2.3
khanjzthanjzt

Greetings, We have read the project description and understand the nature of work. Well versed with cartography, GIS, RS, Google maps API and other mapping requirements. Best Regards

$3000 USD en 30 días
(3 comentarios)
2.3
vijaykumariitkgp

Hi, this is Vijay. I worked on various projects related to image processing and computer vision. I have the ability to work on complex project and I’m assuring you i will complete it. You can go through my profile to c Más

$3000 USD en 90 días
(1 comentario)
2.0
superbpartner

Hi,dear. I am very interested in your project - 'Software to extract crop rows and gaps detection'. I've already done this kind of project before. I'm a professional programmer with 12 years of experience. If you award Más

$2500 USD en 13 días
(0 comentarios)
0.0
naishodayo

Hi,dear! I am quite interested in your project - 'Software to extract crop rows and gaps detection'. :) I am a skillful software developer who has rich experience in this field. If you contact me, you and I will be hap Más

$2500 USD en 13 días
(0 comentarios)
0.0
theorotica

I am a Software Engineer. I graduated from one of top the universities in Turkey. Middle East Technical University. I am working 10 years in the software design Industry in one of the biggest defence companies in Turke Más

$3000 USD en 30 días
(0 comentarios)
0.0
sereintyracoon

Greetings, I would like to help you with the project, I really like to develop desktop applications, and after getting acquainted with the project I would like to discuss the task in more detail. Discussion of proj Más

$1500 USD en 9 días
(0 comentarios)
0.0
Digyasoni

Dear client, Me & my team can do this job in the needed time also we are an expert in providing best solutions in the minimum price. This is possible by the process we follow. Give us a try and have a chat with u Más

$3000 USD en 30 días
(0 comentarios)
0.0
ateirelbar

This seems like a very interesting project. I propose the following overall approach: 1. A week of prototyping for the image processing (both the generation of the new image and the data extraction). In order to Más

$1666 USD en 25 días
(0 comentarios)
0.0